GitHub / myahninsi / customer-segmentation-recommendation-ml
This project addressed challenges in understanding customer behavior and personalizing shopping experiences for an e-commerce platform. Developed ML solutions including K-Means clustering for segmentation, Random Forest regression for CLV prediction, and collaborative filtering for product recommendations.
JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/myahninsi%2Fcustomer-segmentation-recommendation-ml
PURL: pkg:github/myahninsi/customer-segmentation-recommendation-ml
Stars: 0
Forks: 0
Open issues: 0
License: mit
Language: Jupyter Notebook
Size: 813 KB
Dependencies parsed at: Pending
Created at: 8 months ago
Updated at: 8 months ago
Pushed at: 8 months ago
Last synced at: 3 months ago
Topics: collaborative-filtering, k-means-clustering, pandas, python, random-forest, scikit-learn